mcp-graph-workflow
★ 41
vs
semble
★ 4.5k
mcp-graph-workflow vs semble
mcp-graph-workflow: A local-first CLI tool that converts product requirement documents (PRD) into structured task graphs with AI-powered context, semantic search, and multi-agent orchestration. It integrates with MCP clients like GitHub Copilot, Claude, and Cursor, offering a web dashboard, sprint planning, and token-efficient context compression.; semble: Semble is a high-performance code search library designed for AI agents, providing instant access to precise code snippets. It offers significantly faster indexing and querying compared to transformer models, achieving 99% of their retrieval quality while running entirely on CPU without external dependencies.
01
TL;DR
Choose mcp-graph-workflow if…AI Engineers: structured agentic workflows with token-efficient context
Choose semble if…Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
02
Side-by-Side Comparison
03
Features
mcp-graph-workflow01PRD to Task Graph
02AI-Optimized Context with 70-85% token reduction
03Smart Task Routing via 'next' command
04Semantic Search + RAG (BM25, TF-IDF)
05Web Dashboard with interactive graph visualization
semble01Fast performance on CPU (indexes in ~250ms, queries in ~1.5ms)
02High accuracy (NDCG@10 of 0.854), comparable to transformer models
03Supports indexing local paths and remote Git repositories
04Functions as an MCP server for various AI agents
05Zero setup, no API keys, GPU, or external services required
04
Use Cases
mcp-graph-workflow↳AI Engineers: structured agentic workflows with token-efficient context
↳Tech Leads: PRD decomposition into trackable, dependency-aware task graphs
↳Solo Developers: project planning with AI-powered suggestions and progress tracking
semble↳Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
↳Searching local or remote codebases for specific code snippets based on natural language or code queries
↳Finding semantically similar code sections related to a given file path and line number
05
Best For
mcp-graph-workflowTrendingWorkflow AutomationMemory & Context
sembleCode AssistantRAG / Knowledge Base
FAQ
FAQ
What is the difference between mcp-graph-workflow and semble?
Both mcp-graph-workflow and semble are in the Workflow Automation category. mcp-graph-workflow has 41 stars, while semble has 4.5k stars.
Which is better, mcp-graph-workflow or semble?
The best choice depends on your use case. Choose mcp-graph-workflow if AI Engineers: structured agentic workflows with token-efficient context, and semble if Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities.
Is mcp-graph-workflow free or open source?
Yes, mcp-graph-workflow is open source on GitHub (MIT).
Is semble free or open source?
Yes, semble is open source on GitHub (MIT).
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